The main topic is what the title indicates: to collect, survey and categorize the results and theories achieved in the last 30 years with "polynomial methods", mostly (but not exclusively) in finite geometries. It contains techniques based on the careful examination of coefficients of polynomials, resultants, algebraic curves, subspaces, etc.